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Qwen-Image-GenatomyFixer
Zaytron40k/Qwen-Image-GenatomyFixer
Qwen-Image-GenatomyFixer is a text-to-image model from Zaytron40k. Use it when you need an image from a text prompt. It is set up for diffsynth-studio.
A base Qwen-Image (t2i) LoRA that improves explicit anatomy. Designed to be stacked at low strength over an edit LoRA on Qwen-Image-Edit-2511 (the DiT target modules are shared), to fix Qwen's malformed/confused expli…
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Public
Updated Jun 18, 2026
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9.4 GB
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.safetensors9.4 GB · 100%
At a glance
- Task
- Text-to-Image
- Library
- diffsynth-studio
- Access
- Public
- Created
- Jun 18, 2026
- Updated
- Jun 18, 2026
- SHA
- d7fd0e78
Base models
Model card
From the Hugging Face model README
Qwen-Image (base) LoRA - Anatomy / Genital Fixer (stackable)
A base Qwen-Image (t2i) LoRA that improves explicit anatomy. Designed to be stacked at low strength over an edit LoRA on Qwen-Image-Edit-2511 (the DiT target modules are shared), to fix Qwen's malformed/confused explicit anatomy. Trained with DiffSynth-Studio on 1170 close-up/medium anatomy crops.
Triggers: global n5fw activates the fixer domain; per-part tokens control
specific anatomy (e.g. z40peni penis, z41vagn vulva, z42anus anus,
z60erct erection, z61flac flaccid, z01vpen vaginal penetration, ...).
Full trigger reference: TRIGGERS.md. Blurred dataset samples in dataset_example/.
Stacking usage (on Qwen-Image-Edit-2511)
pipe.load_lora(pipe.dit, "edit_charsheet/epoch-8.safetensors") # forward edit LoRA @1.0
pipe.load_lora(pipe.dit, "checkpoints/epoch-N.safetensors", alpha=0.3) # this fixer @low strength
# include n5fw + the relevant z-tokens in the prompt; sweep alpha 0.2/0.3/0.4/0.5
Training config
| base | Qwen/Qwen-Image (DiT only, t2i) |
| rank / lr | 64 / 7e-5 |
| epochs x steps | 10 x 1404 (1170 imgs, +20% short dual-caption, repeat 1) |
| resolution | max_pixels 1763584 (~1328^2) |
| precision | bf16 + gradient checkpointing |
| captions | natural-language + custom anatomy tokens; global trigger n5fw |
Loss
| epoch | step | EMA loss min |
|---|---|---|
| 0 | 344 | 0.0513 |
| 1 | 2336 | 0.0531 |
| 2 | 2997 | 0.0488 |
| 3 | 4862 | 0.0531 |
| 4 | 6119 | 0.0494 |
| 5 | 7741 | 0.0490 |
| 6 | 9226 | 0.0502 |
| 7 | 10125 | 0.0478 <- global min |
| 8 | 11244 | 0.0490 |
| 9 | 12945 | 0.0499 |
Loss is flat/noisy (normal) - pick the checkpoint by visual eval when stacked, not by loss. Tune the stacking alpha for the best anatomy fix without style/likeness interference.
- Task
- Text-to-Image
- Library
- diffsynth-studio
- Fal Ai
- live
- Wavespeed
- live
- Created
- Jun 18, 2026
- Updated
- Jun 18, 2026